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Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Juanzi Li's displayed neighborhood

7 of 7 direct collaborators shown.

View profile
1Distinct papers
7Unique collaborators
7.0Full weighted degree
2026Active span
8Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Juanzi Li A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. Juanzi Li Amy Xin Fanjin Zhang Jian Song Jiening Siow Junjie Wang Lei Hou
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 Juanzi Li Focal 1 7 7.0 2026
2 Amy Xin Direct collaborator 1 7 7.0 2026
3 Fanjin Zhang Direct collaborator 1 7 7.0 2026
4 Jian Song Direct collaborator 1 7 7.0 2026
5 Jiening Siow Direct collaborator 1 7 7.0 2026
6 Junjie Wang Direct collaborator 1 7 7.0 2026
7 Lei Hou Direct collaborator 1 7 7.0 2026
8 Zijun Yao Direct collaborator 1 7 7.0 2026

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Lei Hou — Jian Song110.143
Lei Hou — Jiening Siow110.143
Lei Hou — Amy Xin110.143
Lei Hou — Juanzi Li110.143
Lei Hou — Fanjin Zhang110.143
Lei Hou — Zijun Yao110.143
Lei Hou — Junjie Wang110.143
Jian Song — Jiening Siow110.143
Jian Song — Amy Xin110.143
Jian Song — Juanzi Li110.143
Jian Song — Fanjin Zhang110.143
Jian Song — Zijun Yao110.143
Jian Song — Junjie Wang110.143
Jiening Siow — Amy Xin110.143
Jiening Siow — Juanzi Li110.143
Jiening Siow — Fanjin Zhang110.143
Jiening Siow — Zijun Yao110.143
Jiening Siow — Junjie Wang110.143
Amy Xin — Juanzi Li110.143
Amy Xin — Fanjin Zhang110.143
Amy Xin — Zijun Yao110.143
Amy Xin — Junjie Wang110.143
Juanzi Li — Fanjin Zhang110.143
Juanzi Li — Zijun Yao110.143
Juanzi Li — Junjie Wang110.143
Fanjin Zhang — Zijun Yao110.143
Fanjin Zhang — Junjie Wang110.143
Zijun Yao — Junjie Wang110.143

Graph construction and limits

Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.

Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.

Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.